There are many measurements of the human body that are positively correlated. For example, the length of one's forearm (measured from elbow to wrist) is approximately the same length as the foot (measured from heel to toe). They are positively correlated because, as one measurement increases, so does the other measurement.

You will discover through this project whether a human's arm span (measured across the body with the arms extended) is correlated to his height.

You will need to collect data from 11 people, which will give you 12 data points including your own personal data. You will turn in and answer questions regarding only one scatter plot if doing the project alone.

Part One: Measurements
Measure your own height and arm span (from finger-tip to finger-tip) in inches. You will likely need some help from a parent, guardian, or sibling to get accurate measurements. Record your measurements on the "Data Record" document. Use the "Data Record" to help you complete Part Two of this project.
Measure 11 additional people, and record their arm spans and heights in inches.
Part Two: Representation of Data with Plots
Using graphing software of your choice, create a scatter plot of your data. Predict the line of best fit, and sketch it on your graph.
Copy and paste your scatter plot into a word processing document.
Part Three: The Line of Best Fit
Include your scatter plot and the answers to the following questions in your word processing document.

Which variable did you plot on the x-axis, and which variable did you plot on the y-axis? Explain why you assigned the variables in that way.
Write the equation of the line of best fit using the slope-intercept form of the line
Part two
Using graphing software of your choice, create a scatter plot of your data. Predict the line of best fit, and sketch it on your graph.
Copy and paste your scatter plot into a word processing document.
part three
Show all your work, including the points used to determine the slope and how the equation was determined.
What does the slope of the line represent within the context of your graph? What does the y-intercept represent?
Test the residuals of two other points to determine how well the line of best fit models the data.
Use the line of best fit to help you to describe the data correlation.
Using the line of best fit that you found in Part Three, Question 2, approximate how tall is a person whose arm span is 66 inches?
According to your line of best fit, what is the arm span of a 74-inch-tall person?

Answers

Answer 1

The diagram relating to the scatterplot for the data is attached.

How to explain the scatterplot?

I put the height of people on the x-axis because this is what I am trying to correlate the arm span to. I put the arm span on the y-axis because it is dependent on height.

I used point (60,61) and (70,72) to draw the line of best fit and to get the equation. First, to get the slope I would use the slope formula of m = 72-61/70-60 or 11/10 to get a slope of approximately 1.1. Then I used (60,61) to get the rest of the equation by plugging it in: y-61 = 1.1(x -60). This becomes y-61 = 1.1x - 66. Add 61 to both sides and the final equation is y = 1.1x – 5.

The slope represents the rate of change arm span based on height. The y intercept is the arm span.

Using points (66,68) and points (70,72) I plug each into the equation y=1.1x-5 to figure each out based on the difference from the actual points and get .4 for (66,68) and 0 for point (70,72) so I would say, based on .4 and 0 for these two points that this is a good line of best fit.

Based on this data, for every inch in height, the arm span increases by 1.1 inches.

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There Are Many Measurements Of The Human Body That Are Positively Correlated. For Example, The Length

Related Questions

Question 2(Multiple Choice Worth 2 points)
(Creating Graphical Representations LC)

A teacher was interested in the cafeteria food that students preferred in a particular school. She gathered data from a random sample of 200 students in the school and wanted to create an appropriate graphical representation for the data.

Which graphical representation would be best for her data?

Stem-and-leaf plot
Line plot
Histogram
Box plot

Answers

Answer:

a histogram

Step-by-step explanation:

This way of classifying data I a good method as it helps identify the pattern of data.

Pls I need help urgently please. A 35 foot power line pole is anchored by two wires that are each 37 feet long. How far apart are the wires on the ground?

Answers

Answer: 24 ft apart

Step-by-step explanation:

simple pythagorean theorem; 37^2 - 35^2 = 144

sqrt of 144 = 12

now gotta multiply by two since there are 2 wires

12*2 = 24

so 24 ft apart

In ​an ice hockey game, a tie at the end of one overtime leads to a​ "shootout" with three shots taken by each team from the penalty mark. Each shot must be taken by a different player. How many ways can 3 players be selected from the 5 eligible​ players? For the 3 selected​ players, how many ways can they be designated as ​first second and third?

Answers

There are 6 ways to designate the 3 selected players as first, second, and third.

The number of ways to select 3 players from a pool of 5 eligible players is given by the combination formula:

C(5,3) = 5! / (3! * 2!) = 10

Therefore, there are 10 ways to select 3 players for the shootout.

Once the 3 players have been selected, there are 3 distinct ways to designate them as first, second, and third, since each player can only take one shot and the order matters. Therefore, the number of ways to designate the 3 players is simply the number of permutations of 3 objects, which is:

P(3) = 3! = 6

Therefore, there are 6 ways to designate the 3 selected players as first, second, and third.

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If a1


= 7 and an


An-1 + 1 then find the value of ac.

Answers

The value of ac can be found by recursively applying the given formula. The formula states that the nth term is equal to the previous term plus 1. Given that a1 = 7, we can calculate the value of ac using this recursive relationship.

To find the value of ac, we need to apply the given formula, which states that each term (except the first term) is equal to the previous term plus 1. Let's start by calculating the second term, a2.

According to the formula, a2 = a1 + 1 = 7 + 1 = 8.

Next, we can calculate the third term, a3, using the same formula. a3 = a2 + 1 = 8 + 1 = 9.

Continuing this process, we can find the values of subsequent terms. a4 = a3 + 1 = 9 + 1 = 10, a5 = a4 + 1 = 10 + 1 = 11, and so on.

By recursively applying the formula, we can determine the value of the nth term. In this case, we are interested in the value of ac. To find it, we need to continue the pattern until we reach the desired term. Since the specific value of c is not provided, we cannot determine the exact value of ac without knowing the value of c. However, we can determine the value of the nth term for any given c by following the recursive formula.

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Graph the following system of equations.

4x + 12y = 12
2x + 6y = 12

What is the solution to the system?

There is no solution.
There is one unique solution (6, −1).
There is one unique solution (6, 0).
There are infinitely many solutions.

Answers

The system of equations has no solutions, the two lines are parallel.

How to solve the system of equations?

Here we want to solve the system of equations:

4x + 12y = 12

2x + 6y = 12

Graphically.

To do so, we just need to graph both of these equations in the same coordinate axis, the solution is the point where the two graphs intercept.

In the image at the end, you can see the graphof the system of equations. There you can see that the two lines are parallel lines, thus, the system of equations has no solutions.

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Change from rectangular to cylindrical coordinates. (Let r ≥ 0 and 0 ≤ θ ≤ 2π.)
(a)
(−2, 2, 2)
B)
(-9,9sqrt(3),6)
C)
Use cylindrical coordinates

Answers

(a) the cylindrical coordinates of the point (−2, 2, 2) are (2√2, -π/4, 2). (b) the cylindrical coordinates of the point (-9,9sqrt(3),6) are (9, π/3, 6). (c) Without a specific point given, we cannot provide cylindrical coordinates.

(a) To change from rectangular to cylindrical coordinates, we need to find the values of r, θ, and z. We know that r is the distance from the origin to the point in the xy-plane, which can be found using the Pythagorean theorem as r = √(x² + y²). In this case, r = √(4 + 4) = 2√2. We can find θ using the arctangent function, which gives θ = arctan(y/x) = arctan(-2/2) = -π/4 (since the point is in the third quadrant). Finally, z is simply the z-coordinate of the point, which is 2. Therefore, the cylindrical coordinates of the point (−2, 2, 2) are (2√2, -π/4, 2).
(b) To change from rectangular to cylindrical coordinates, we again need to find r, θ, and z. We have r = √(x² + y²) and θ = arctan(y/x), so we just need to find z. In this case, z = 6. To find r and θ, we can use the fact that the point lies on the plane y = √3x. Substituting this equation into the expression for r, we get r = √(x² + 3x²) = x√4 = 2x. Solving for x, we get x = r/2. Substituting this into the equation for y, we get y = √3(r/2) = r√3/2. So θ = arctan(y/x) = arctan(√3/2) = π/3. Therefore, the cylindrical coordinates of the point (-9,9√(3),6) are (9, π/3, 6).

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What are the minimum numbers of keys and pointers in B-tree (i) interior nodes and (ii) leaves, when: a. n = 10; i.e., a block holds 10 keys and 11 pointers. b. n = 11; i.e., a block holds 11 keys and 12 pointers.

Answers

B-trees are balanced search trees commonly used in computer science to efficiently store and retrieve large amounts of data. They are particularly useful in scenarios where the data is stored on disk or other secondary storage devices.

A B-tree node consists of keys and pointers. The keys are used for sorting and searching the data, while the pointers point to the child nodes or leaf nodes.

Now let's answer your questions about the minimum number of keys and pointers in B-tree interior nodes and leaves, based on the given block sizes.

a. When n = 10 (block holds 10 keys and 11 pointers):

i. Interior nodes: The number of interior nodes is always one less than the number of pointers. So in this case, the minimum number of keys in interior nodes would be 10 - 1 = 9.

ii. Leaves: In a B-tree, all leaf nodes have the same depth, and they are typically filled to a certain minimum level. The minimum number of keys in leaf nodes is determined by the minimum fill level. Since a block holds 10 keys, the minimum fill level would be half of that, which is 5. Therefore, the minimum number of keys in leaf nodes would be 5.

b. When n = 11 (block holds 11 keys and 12 pointers):

i. Interior nodes: Similar to the previous case, the number of keys in interior nodes would be 11 - 1 = 10.

ii. Leaves: Following the same logic as before, the minimum fill level for leaf nodes would be half of the block size, which is 5. Therefore, the minimum number of keys in leaf nodes would be 5.

To summarize:

When n = 10, the minimum number of keys in interior nodes is 9, and the minimum number of keys in leaf nodes is 5.

When n = 11, the minimum number of keys in interior nodes is 10, and the minimum number of keys in leaf nodes is also 5.

It's important to note that these values represent the minimum requirements for B-trees based on the given block sizes. In practice, B-trees can have more keys and pointers depending on the actual data being stored and the desired performance characteristics. The specific implementation details may vary, but the general principles behind B-trees remain the same.

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This is a math assignment due tomorrow! Need tonight please! :)

1. If a standard die is rolled twice, find each probability.
a) P (add both times)
b) P (even, less than 5)
c) P (the same number both times)

2. A coin is tossed, then a letter from the word INDIANAPOLIS is selected randomly. Find each probability.
a) P (heads, then P)
b) P (tails, then N)

3. A jar contains 8 green, 4 blue, 10 red, and 2 yellow Skittles. A Stittle is randomly drawn, replaced, then another is drawn. Find each probability.
a) P (red, then yellow)
b) P ( both blue)

4. A piggy bank contains 4 quarters, 18 dimes, 10 nickles, and 8 pennies. A coin is chosen randomly, not replaced, then another is chosen. Find each probability.\
a) P (penny, then dime)
b) P (silver coin, then penny)
c) P (both dimes)

5. If a coin is tossed seven times, what is the probability of it landing on heads each time?

6. While golfing, Kevin made 16 out of his last 21 putts. His friend Mike made 9 out of his last 14 putts. What is the probability that they both make their next putt?

7. If the probability that it will snow on Monday is 8/9 and the probability that it will snow on Tuesday is 3/16, find the probability that it does not snow either day.

8. A pop quiz contains five questions: two multiple choice questions with four options each and three true-false questions. If Brad randomly guesses, what is the probability that he gets all five answers correct?

Answers

The probabilities include:

a) 1/3.   b) 1/3.    c) 1/6.a) 1/11.   b) 1/11.a) 5/144   b) 1/36   c) 153/780a) 6/65   b) 32/195   c) 153/7801/128.24/49.13/144.1/128.

How to determine probability?

1a) To find the probability of adding both times, use the formula: P(A and B) = P(A) × P(B)

There are 6 possible outcomes for each roll, so the sample space for rolling a die twice is 6 × 6 = 36.

There are 6 ways to get a sum of 7:

Each of these outcomes has probability 1/36, so the probability of getting a sum of 7 is 6/36 = 1/6.

Therefore, P(add both times) = P(sum of 7 or 8) = P(sum of 7) + P(sum of 8) = 1/6 + 1/6 = 1/3.

b) To find the probability of rolling an even number less than 5;

There are 2 even numbers less than 5: 2 and 4.

Each of these outcomes has probability 1/6, so the probability of rolling an even number less than 5 is 2/6 = 1/3.

c) To find the probability of getting the same number both times;

There are 6 possible outcomes where the same number is rolled both times: (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), and (6, 6). Each of these outcomes has probability 1/36, so the probability of getting the same number both times is 6/36 = 1/6.

2a) The probability of getting heads on the first toss is 1/2. The probability of selecting a P from INDIANAPOLIS is 2/11 (since there are 2 P's in the word and 11 letters total). Therefore, P(heads, then P) = P(heads) × P(P) = 1/2 × 2/11 = 1/11.

b) The probability of getting tails on the first toss is 1/2. The probability of selecting an N from INDIANAPOLIS is 2/11 (since there are 2 N's in the word and 11 letters total). Therefore, P(tails, then N) = P(tails) × P(N) = 1/2 × 2/11 = 1/11.

3a) P(red, then yellow) = P(red) x P(yellow) = (10/24) x (2/24) = 5/144

b) P(both blue) = P(blue) x P(blue) = (4/24) x (4/24) = 1/36

c) P(both dimes) = P(dime) x P(dime) = (18/40) x (17/39) = 153/780

4a) P(penny, then dime) = P(penny) x P(dime) = (8/40) x (18/39) = 36/390 = 6/65

b) P(silver coin, then penny) = 2 x (P(quarter) x P(penny) + P(dime) x P(penny) + P(nickel) x P(penny)) = 2 x [(4/40) x (8/39) + (18/40) x (8/39) + (10/40) x (8/39)] = 64/390 = 32/195

c) P(both dimes) = P(dime) x P(dime without replacement) = (18/40) x (17/39) = 153/780

5. The probability of getting heads on a single toss of a fair coin is 1/2. Since each coin toss is independent, the probability of getting heads on seven tosses in a row is (1/2)⁷ = 1/128.

6. The probability that both Kevin and Mike make their next putts is the product of their individual probabilities: (16/21) x (9/14) = 48/98 = 24/49.

7. The probability that it does not snow on Monday is 1 - 8/9 = 1/9. The probability that it does not snow on Tuesday is 1 - 3/16 = 13/16. Since the events are independent, the probability that it does not snow on either day is (1/9) x (13/16) = 13/144.

8. The probability of guessing a multiple choice question correctly is 1/4 and the probability of guessing a true-false question correctly is 1/2. Since each question is independent, the probability of guessing all five answers correctly is (1/4)² x (1/2)³ = 1/128.

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#15
Part A

Which two transformations could be performed on Figure A to show the figures are congruent?

Responses

A reflection across the x-axis.
A reflection across the x -axis.

A reflection across the y-axis.A reflection across the y -axis. EndFragment

A translation directly up.
A translation directly up. EndFragment

A translation directly down.
A translation directly down. EndFragment

A translation directly to the left.
A translation directly to the left.

A translation directly to the right.StartFragment A translation directly to the right. EndFragment
Question 2
Part B

Figure A′ is rotated 30° clockwise about the origin to create Figure A′′ (not shown). Which statement about Figure A, Figure A′, and Figure A′′ is true?

answers


All of the figures are congruent.

All of the figures are congruent.

None of the figures are congruent.

None of the figures are congruent.

Only Figure A is congruent to Figure A′.

Only Figure A is congruent to Figure A′.

All of the figures are congruent except Figure A is not congruent to Figure A″.

Answers

Part A: The two transformations that could be performed on Figure A to show the figures are congruent are: A reflection across the x-axis, A translation directly to the right.

Answers to the aforementioned questions

Part A: The two transformations that could be performed on Figure A to show the figures are congruent are:

1. A reflection across the x-axis.

2. A translation directly to the right.

Part B: The true statement about Figure A, Figure A', and Figure A'' is:

Only Figure A is congruent to Figure A'.

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consider a pi controller and the following feedback process what are the roots of the characteristic equation

Answers

The characteristic equation of a closed-loop control system with a proportional-integral (PI) controller is given by:

s^2 + (k_i/k_p)s + (1/k_p) = 0

where k_p is the proportional gain and k_i is the integral gain of the PI controller. To find the roots of the characteristic equation, we can use the quadratic formula:

s = (-b ± sqrt(b^2 - 4ac)) / 2a

where a, b, and c are the coefficients of the quadratic equation. Therefore, the roots of the characteristic equation depend on the values of k_p and k_i, which in turn depend on the specific feedback process being controlled.

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a standardized test statistic is given for a hypothesis test involving proportions (using the standard normal distribution).

Answers

A standardized test statistic is a value obtained by transforming a test statistic from its original scale to a standard scale, usually using the standard normal distribution.

In hypothesis testing involving proportions, the most commonly used standardized test statistic is the z-score. The z-score measures how many standard deviations a sample proportion is from the hypothesized population proportion under the null hypothesis. It is calculated as:

z = (p - P) / sqrt(P(1 - P) / n)

where p is the sample proportion, P is the hypothesized population proportion under the null hypothesis, and n is the sample size.

The resulting z-value can then be compared to critical values from the standard normal distribution to determine the p-value and make a decision about the null hypothesis.

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X, and X2 are independent identically distributed random variables with expected value E[X] and variance Var[X]. (a) What is E[X1 - Xz)? (b) What is Var[X1 - X2]?

Answers

Since X1 and X2 are independent and identically distributed, E[X1 - X2] = E[X1] - E[X2] = E[X] - E[X] = 0.

A random variable is a variable whose value is unknown or a function that assigns values to each of an experiment's outcomes. A random variable can be either discrete (having specific values) or continuous (any value in a continuous range).

(b) Since X1 and X2 are independent, Var[X1 - X2] = Var[X1] + Var[X2]. Since X1 and X2 are identically distributed, Var[X1] = Var[X2] = Var[X]. Therefore, Var[X1 - X2] = Var[X] + Var[X] = 2Var[X].

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Write <, >, or = to

CJ6 x 0. 70 =

Is the answer greater than or less than 6?

Why?

8. CJ x 104 =

for the calculation 4 times the difference of10 and 8 minus 3.

Round6. 081tothe nearest hundredth.

make the statement true.

3. 03 0 3. 3

Answers

When multiplying CJ6 by 0.70. The answer is < 6. For the calculation 4 times the difference of 10 the answer is 5. Rounding 6.081 to the nearest hundredth gives 6.08. 3.03 is less than 3.3.

CJ6 x 0.70 = < 6 (less than 6)

The answer is less than 6 because when you multiply a number (CJ6) by a value less than 1 (0.70), the result will be smaller than the original number.

CJ x 104 = 32

For the calculation 4 times the difference of 10 and 8 minus 3, we have:

4 * (10 - 8) - 3 = 8 - 3 = 5

Round 6.081 to the nearest hundredth = 6.08

Rounding 6.081 to the nearest hundredth gives us 6.08, as the hundredth digit (1) is less than 5.

3.03 < 3.3

To make the statement true, we need to replace the inequality sign with < (less than) since 3.03 is indeed less than 3.3.

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Assume S is a recursively defined set, defined by the following properties: 1€ S nes - 2n es nes - 3n es Use structural induction to prove that all members of S are numbers of the form 2azb, with a and b being non-negative integers. Your proof must be concise.

Answers

By structural induction, all members of S are numbers of the form 2azb, with a and b being non-negative integers.

Base case: Show that 1 € S is of the form 2azb with a and b being non-negative integers.

1 € S by property 1, so 1 = 2^0 * 1^0, which is of the required form.

Inductive step: Assume that k € S is of the form 2azb with a and b being non-negative integers, for some k ≥ 1.

By property 2, we have k+1 € S if k-1 € S and k is odd or if k/2 € S and k is even.

If k is odd, then k-1 is even, so by the induction hypothesis, k-1 = 2a'z'b' for some non-negative integers a' and b'. Since k = (k-1) + 1, k is of the required form 2azb with a = a' and b = b' + 1.

If k is even, then k/2 is an integer, so by the induction hypothesis, k/2 = 2a''z''b'' for some non-negative integers a'' and b''. Since k = 2 * (k/2), k is of the required form 2azb with a = a'' + 1 and b = b''.

Therefore, by structural induction, all members of S are numbers of the form 2azb, with a and b being non-negative integers.

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An object shot into the air follows the path given by
r (t) = < at, bt − 4.9t2 >m
with t in seconds and a and b are unknown physical constants.
The launch speed is 500 m/s. If you need the object to land 14,000 meters downrange, what launch angle should you use? Measure the angle in degrees, counter-clockwise from the positive horizontal direction. Be accurate to two decimal places.
degrees

Answers

To land 14,000 meters downrange, the launch angle of the object should be approximately 38.88 degrees.

The horizontal distance traveled by the object is given by:

Range = R = b * t

where b is the coefficient of t in the r(t) equation.

The time taken by the object to reach the maximum height can be found by setting the vertical component of the velocity to zero:

v_y = b - 9.8t = 0

t = b/9.8

The maximum height attained by the object can be found by substituting the value of t in the r(t) equation:

h_max = r(b/9.8) = ab^2/(2 * 9.8)

The range can also be expressed in terms of the launch speed v and the launch angle θ:

R = v^2 * sin(2θ) / g

where g is the acceleration due to gravity.

Equating the two expressions for R, we get:

b * (2 * v^2 / g) * sin(θ) * cos(θ) = v^2 * sin(2θ) / g

tan(θ) = (2 * 4.9 * b) / (500)^2

θ = arctan[(2 * 4.9 * b) / (500)^2]

Substituting the value of b in terms of a, we get:

θ = arctan[(2 * 4.9 * a * tan(θ)) / (500)^2]

Using numerical methods or a graphical approach, we can find that the launch angle that gives a range of 14,000 meters is approximately 38.88 degrees.

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A random sample of 25,000 ACT test takers had an average score of 21 with a standard deviation of 5. What is the 95% confidence interval of the population mean?a. 4.9723 to 5.0277b. 4.7397 to 5.2603c. 4.9432 to 5.0568d. 4.9380 to 5.0620

Answers

The 95% confidence interval for the population mean ACT score is  (20.9432, 21.0568), so the answer is (c)  20.9432 to 21.0568.

The formula for the confidence interval is

X ± z*(σ/√n)

Where X is the sample mean, σ is the population standard deviation, n is the sample size, and z* is the critical value of the standard normal distribution for the desired confidence level.

For a 95% confidence interval, z* = 1.96.

Plugging in the given values, we get

21 ± 1.96*(5/√25000)

= 21 ± 0.0568

So the confidence interval is (21 - 0.0568, 21 + 0.0568) = (20.9432, 21.0568) which matches option (c).

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--The given question is incomplete, the complete question is given

"A random sample of 25,000 ACT test takers had an average score of 21 with a standard deviation of 5. What is the 95% confidence interval of the population mean?a. 20.9723 to 21.0277 b. 4.7397 to 5.2603 c. 20.9432 to 21.0568 d. 4.9380 to 5.0620"--

Given two coordinate systems A(a1,a2,a3) and B(b1,b2,b3). Coordinate system B was obtained from A via 3-3-1 sequence with angles 30◦, 45◦, and 15◦. A vector X is defined in a mixed coordinate system as X= 1a1+ 6a3+ 4b2−7b1. What are the components of X in coordinate system A and B?

Answers

The components of the vector X in coordinate systems A and B are obtained.

Given two coordinate systems A(a1, a2, a3) and B(b1, b2, b3), we need to find the components of vector X in both coordinate systems. The vector X is given as X = 1a1 + 6a3 + 4b2 - 7b1.

Coordinate system B was obtained from A via a 3-3-1 sequence with angles 30°, 45°, and 15°. First, let's find the rotation matrices R1, R2, and R3 corresponding to the 3-3-1 sequence. R1 = [cos(30°) 0 sin(30°); 0 1 0; -sin(30°) 0 cos(30°)] R2 = [1 0 0; 0 cos(45°) -sin(45°); 0 sin(45°) cos(45°)] R3 = [cos(15°) -sin(15°) 0; sin(15°) cos(15°) 0; 0 0 1] Now, multiply the matrices to obtain the transformation matrix R that converts vectors from coordinate system A to coordinate system B: R = R1 * R2 * R3.

Next, to express vector X in terms of coordinate system B, use the transformation matrix R: X_A = [1; 0; 6] X_B = R * X_A Finally, to find the components of X in coordinate system A and B, substitute the values of X_A and X_B into the given mixed coordinate system: X = 1a1 + 6a3 + 4b2 - 7b1 = X_A + 4b2 - 7b1

Hence, the components of the vector X in coordinate systems A and B are obtained.

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Tell whether the ratios form a proportion. $3. 5:2$ and $14:8$

Answers

The ratios do form a proportion.

Explanation: To know whether the ratios form a proportion or not, we can cross multiply them and see if the two products are equal or not. Cross-multiplying the given ratios, we get:$3.5 \times 8 = 14 \times 2$That gives us $28 = 28$, which is true. Therefore, the given ratios do form a proportion. A proportion is an equation that says that two ratios or fractions are equivalent. The four terms in a proportion are called the extremes and means. In a proportion, the product of the means is equal to the product of the extremes. Majority of the explanations for ratio and proportion use fractions. A ratio is a fraction that is expressed as a:b, but a proportion says that two ratios are equal. In this case, a and b can be any two integers. The foundation for understanding the numerous concepts in mathematics and science is provided by the two key notions of ratio and proportion.

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Drag the tiles to the correct boxes to complete the pairs. Not all tiles will be used. Match each equation with its solution set. A2 − 9a 14 = 0 a2 9a 14 = 0 a2 3a − 10 = 0 a2 5a − 14 = 0 a2 − 5a − 14 = 0 {-2, 7} arrowRight {2, -7} arrowRight {-2, -7} arrowRight {7, 2} arrowRight.

Answers

The correct matches of given quadratic equations are

[tex]A^2 -9A + 14 = 0 -- > Solution Set: C. (-2, -70\\A^2 + 9A + 14 = 0 -- > Solution Set: B. (2, -7)\\A^2 + 3A -10 = 0 -- > Solution Set: A. (-2, 7)\\A^2 + 5A -14 = 0 -- > Solution Set: D. (7, 2)[/tex]

The equation [tex]A^2 -5A - 14 = 0[/tex] does not match any of the given solution sets.

To match each equation with its solution set, let's analyze the given equations and their solutions:

Equations:

[tex]A^2 - 9A + 14 = 0\\A^2 + 9A + 14 = 0\\A^2 + 3A -10 = 0\\A^2 + 5A -14 = 0\\A^2 - 5A - 14 = 0[/tex]

Solution Sets:

A. {-2, 7}

B. {2, -7}

C. {-2, -7}

D. {7, 2}

Now, let's match the equations with their corresponding solution sets:

[tex]A^2 - 9A + 14 = 0[/tex] --> Solution Set: C. {-2, -7}

This equation factors as (A - 2)(A - 7) = 0, so the solutions are A = 2 and A = 7.

[tex]A^2 + 9A + 14 = 0[/tex] --> Solution Set: B. {2, -7}

This equation factors as (A + 2)(A + 7) = 0, so the solutions are A = -2 and A = -7.

[tex]A^2 + 3A - 10 = 0[/tex] --> Solution Set: A. {-2, 7}

This equation factors as (A - 2)(A + 5) = 0, so the solutions are A = 2 and A = -5.

[tex]A^2 + 5A - 14 = 0[/tex] --> Solution Set: D. {7, 2}

This equation factors as (A + 7)(A - 2) = 0, so the solutions are A = -7 and A = 2.

[tex]A^2 -5A -14 = 0[/tex]--> No matching solution set.

This equation factors as (A - 7)(A + 2) = 0, so the solutions are A = 7 and A = -2.

However, this equation does not match any of the given solution sets.

Based on the above analysis, the correct matches are:

[tex]A^2 -9A + 14 = 0 -- > Solution Set: C. (-2, -70\\A^2 + 9A + 14 = 0 -- > Solution Set: B. (2, -7)\\A^2 + 3A -10 = 0 -- > Solution Set: A. (-2, 7)\\A^2 + 5A -14 = 0 -- > Solution Set: D. (7, 2)[/tex]

The equation [tex]A^2 -5A -14 = 0[/tex] does not match any of the given solution sets.

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Answer the question using the value of r and the given best-fit line on the scatter diagram.



The scatter diagram and best-fit line show the data for the price of a stock (y) and U.S. employment (x). The correlation coefficient r is 0.8. Predict the stock price for an employment value of 9.

Answers

Based on the information, the predicted stock price for an employment value of 9 is 12.2.

How to calculate the value

The correlation coefficient r is a measure of the linear relationship between two variables. In this case, the correlation coefficient r is 0.8, which indicates a strong positive linear relationship between the price of the stock and U.S. employment. This means that as U.S. employment increases, the price of the stock is likely to increase as well.

The best-fit line equation is y = mx + b, where y is the stock price, x is the employment value, m is the slope of the line, and b is the y-intercept.

The slope of the line is 0.8, and the y-intercept is 5. Therefore, the equation for the best-fit line is y = 0.8x + 5.

In order to predict the stock price for an employment value of 9, we can substitute 9 for x in the equation. This gives us y = 0.8(9) + 5 = 7.2 + 5 = 12.2.

Therefore, the predicted stock price for an employment value of 9 is 12.2.

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Evaluate 9y2) dA, where R is the region in the first quadrant bounded by the ellipse 4x2 +9y2 = 1.

Answers

The net signed area between the ellipse and the x-axis over the interval [-7,3] is (3/16)π.

We can use the change of variables method to transform the integral over the ellipse into an integral over a unit circle. Let's make the following substitution:

x = (1/2)u

y = (1/3)v

Then, the equation of the ellipse becomes:

4x² + 9y² = 1

Substituting for x and y, we get:

u² + v² = 1

So, the ellipse is transformed into a unit circle centered at the origin. The Jacobian of this transformation is:

J = (1/2)(1/3) = 1/6

Therefore, we have:

∬R (9y²) dA = ∬D (9/36) (v²)(1/6) dudv

= (3/4) ∬D v² dudv

where D is the unit circle centered at the origin.

Using polar coordinates, we can write:

u = r cos θ

v = r sin θ

and the limits of integration become:

0 ≤ r ≤ 1

0 ≤ θ ≤ 2π

The differential area element in polar coordinates is:

dA = r dr dθ

Therefore, we have:

∬D v² dudv = ∫0¹ ∫[tex]0^{2\pi[/tex] (r² sin² θ)(r dr dθ)

= ∫0¹ r³ dr ∫[tex]0^{2\pi[/tex] sin² θ dθ

= (1/4) π

Finally, substituting this result into the previous expression, we get:

∬R (9y²) dA = (3/4) ∬D v² dudv = (3/4)(1/4)π = (3/16)π

Therefore, the net signed area between the ellipse and the x-axis over the interval [-7,3] is (3/16)π.

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calculate the bias of each point estimate. is any one of them unbiased? u1= x1/4+x2/3+x3+5

Answers

Since the bias of u1 depends on the true value of the parameter θ, we cannot determine whether any particular point estimate is unbiased without knowing θ. However, we can say that u1 is not generally an unbiased estimator, since its bias is a non-zero function of θ.

Assuming we do know the true value of the parameter, the bias of a point estimate is given by the difference between the expected value of the estimator and the true value of the parameter. Specifically, the bias of an estimator E(θ) is given by:

Bias(E(θ)) = E(E(θ)) - θ

where θ is the true value of the parameter.

In the case of the estimator u1, we have:

E(u1) = E(x1/4 + x2/3 + x3 + 5) = 1/4 E(x1) + 1/3 E(x2) + E(x3) + 5

If we assume that x1, x2, and x3 are independent and identically distributed (i.i.d.), then we can use the linearity of expectation to simplify this expression

E(u1) = 1/4 E(x1) + 1/3 E(x2) + E(x3) + 5

= 1/4 θ + 1/3 θ + θ + 5

= 17/12 θ + 5

where θ is the true value of u1.

Therefore, the bias of u1 is:

Bias(u1) = E(u1) - θ

= (17/12 θ + 5) - θ

= 5/12 θ + 5

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Question

Suppose you have a set of data points {x1, x2, x3}. Calculate the bias of each point estimate of the following parameter:

u1 = x1/4 + x2/3 + x3 + 5

To calculate the bias of each point estimate, we first need to know the true population parameter that we are trying to estimate. Without that information, we cannot determine if any of the point estimates are unbiased.

Assuming we are trying to estimate the population mean, μ, based on the sample means x1, x2, and x3, we can rewrite the formula for u1 as:

u1 = (1/4)x1 + (1/3)x2 + x3 + 5

The bias of a point estimate is the difference between the expected value of the estimate and the true value of the parameter being estimated. In other words, if we were to take many samples from the population and calculate the mean of each sample, the bias of a particular point estimate would be the difference between the average of all those sample means and the true population mean.

Without knowing the true population mean, we cannot calculate the bias of each point estimate. However, we can say that if the expected value of any of the point estimates is equal to the true population mean, then that point estimate is unbiased.

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For a normal distributed variable, the 95 % confidence interval for the population average means a) In 19 out of 20 cases, the population average falls into the interval b) In 19 out of 20 cases, the interval covers the population average

Answers

The correct answer is option a) "In 19 out of 20 cases, the population average falls into the interval."

A 95% confidence interval for the population average means that if we were to repeat the sampling process many times, about 95% of the resulting intervals would contain the true population average. In other words, in approximately 19 out of 20 cases, the population average will fall within the calculated confidence interval.

The concept of a confidence interval is based on the idea that we have a sample from the population and we want to estimate the unknown population parameter (in this case, the population average). By calculating the confidence interval, we provide a range of values within which we are reasonably confident that the population average lies.

In a normal distribution, the calculation of a 95% confidence interval typically involves using the sample mean, standard deviation, and the appropriate critical value from the standard normal distribution. The interval is then constructed around the sample mean, taking into account the variability in the data.

It is important to note that while the confidence interval provides a range of plausible values for the population average, it does not guarantee that the true population average falls within that specific interval from a particular sample. Instead, it provides a measure of confidence about the estimation process based on the properties of the normal distribution and statistical theory.

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The assumption of homoscedasticity requires the residuals (differences between observed and estimated values) to be relatively similar (homogeneous) across different values of the predictor variables. (T/F)The assumption of normality relates to the distributions of the independent variables; they must be normally distributed. (T/F)If the distribution of residuals (actual value minus estimated value) is negatively skewed with a mean of 5 and a standard deviation of 1, this indicates that (a) the regression line is estimated below the majority of the data points and (b) there are likely outliers with extremely low values and high leverage on the fit line. (T/F)As long as the absolute correlation between two independent variables does not exceed .8, multicollinearity is not a concern. (T/F)Which of the following statistics can be used to evaluate how well a model fits data (select all that apply)?R-SquaredAdjusted R-SquaredStandardized BetaMean Squared Error (MSE)All of the above

Answers

1. The assumption of homoscedasticity requires the residuals (differences between observed and estimated values) to be relatively similar (homogeneous) across different values of the predictor variables. True.

Homoscedasticity, also known as the assumption of equal variance, is an important assumption in regression analysis and other statistical modeling techniques. It refers to the condition where the variability of the dependent variable is constant across different levels or values of the independent variables.

2. The assumption of normality relates to the distributions of the independent variables, they must be normally distributed. False. The assumption of normality is about the distribution of residuals, not the independent variables.

Independent variables, also known as predictor variables or explanatory variables, are variables that are believed to have an influence or impact on the dependent variable in a statistical model or analysis. In other words, independent variables are the factors that are considered to be the potential causes or drivers of the outcome being studied.



3. If the distribution of residuals (actual value minus estimated value) is negatively skewed with a mean of 5 and a standard deviation of 1, this indicates that (a) the regression line is estimated below the majority of the data points and (b) there are likely outliers with extremely low values and high leverage on the fit line. True.

A regression line, also known as a best-fit line or a line of best fit, is a straight line that represents the relationship between the independent variable(s) and the dependent variable in a regression analysis. It is used to model and predict the values of the dependent variable based on the values of the independent variable(s)

4. As long as the absolute correlation between two independent variables does not exceed .8, multicollinearity is not a concern. False. While .8 is a common threshold, multicollinearity can still be a concern at lower levels, and it depends on the context of the study.

Multicollinearity refers to a high correlation or linear relationship between two or more independent variables (predictor variables) in a regression analysis. It occurs when the independent variables are highly interrelated, making it difficult to distinguish their individual effects on the dependent variable.

5. Answer is : All of the above-  R-squared, adjusted R-squared, standardized beta, and mean squared error (MSE) can all be used to evaluate how well a model fits data.

R-squared, also known as the coefficient of determination, is a statistical measure used to assess the goodness of fit of a regression model. It represents the proportion of the variance in the dependent variable that is explained by the independent variables in the model.

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using statistics helps us make decisions based on what kind of evidence?

Answers

Using statistics helps us make decisions based on empirical evidence, which is obtained through data analysis and inference.

Statistics provides us with a set of tools and methods to collect, analyze, and interpret data. By applying statistical techniques, we can make decisions based on evidence derived from empirical observations and measurements.

Statistics allows us to summarize and describe data, identify patterns and relationships, and draw conclusions from samples or populations. It helps us quantify uncertainty and assess the strength of evidence supporting different claims or hypotheses.

Decision-making based on statistics involves making inferences about a larger population based on the information available from a sample. By using probability theory and statistical models, we can estimate population parameters, test hypotheses, and make predictions about future events or outcomes.

Statistics provides a systematic and rigorous framework for evaluating evidence and reducing bias in decision-making. It allows us to objectively assess the reliability and validity of information, making decisions that are informed by data-driven analysis rather than intuition or anecdotal evidence.

In summary, statistics helps us make decisions based on evidence obtained through data analysis, enabling us to draw reliable conclusions, quantify uncertainty, and make informed choices in various fields such as business, medicine, social sciences, and more.

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An electronics store has 28 permanent employees who work all year. The store also hires some temporary employees to work during the busy holiday shopping season.

Answers

An electronics store has 28 permanent employees who work all year. The store also hires some temporary employees to work during the busy holiday shopping season. The terms associated with this question are permanent employees and temporary employees.

What are permanent employees?Permanent employees are workers who are on a company's payroll and work there regularly. These employees enjoy numerous benefits, such as health insurance, sick leave, and a retirement package. A full-time permanent employee is a person who works full-time and is not expected to terminate his or her employment. This classification of employees is referred to as "regular employment."What are temporary employees?Temporary employees are hired for a limited period of time, usually for a specific project or peak season. They don't have the same benefits as permanent employees, but they are still entitled to minimum wage, social security, and other employment benefits. Temporary employees are employed by companies on a temporary basis to meet the company's immediate needs.

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If

m ≤ f(x) ≤ M

for

a ≤ x ≤ b,

where m is the absolute minimum and M is the absolute maximum of f on the interval [a, b], then

m(b − a) ≤ ∫ a to b f(x)dx ≤ M(b − a). Use this property to estimate the value of the integral. ∫ 0 to 5 x^2dx

Answers

Given :[tex]$m ≤ f(x) ≤ M$ for $a ≤ x ≤ b$Now we need to find : $m(b − a) ≤ ∫ a to b f(x)dx ≤ M(b − a)$We know that the minimum value of x^2 on [0,5] is 0, the maximum value is 25.

Therefore,$$0(b - a) \leq \int_{a}^{b} x^2 dx \leq 25(b - a)$$Substitute the limits a = 0 and b = 5.$$0(5 - 0) \leq \int_{0}^{5} x^2 dx \leq 25(5 - 0)$$$$0 \leq \int_{0}^{5} x^2 dx \leq 125$$Therefore, $\int_{0}^{5} x^2 dx$ lies between 0 and 125. Hence, the estimate of the integral is between 0 and 125.[/tex]

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Determine, if the vectors 0 1 0 1 are linearly independent or not. Do these four vectors span R4? (In other words, is it a generating system?) What about C4?

Answers

The vector v1 = (0, 1, 0, 1) is linearly independent.

The four vectors v1, v2, v3, and v4 span R4.

The four vectors v1, v2, v3, and v4 span C4.

The vector 0 1 0 1 is a vector in R4, which means that it has four components.

We can write this vector as:

v1 = (0, 1, 0, 1)

To determine if this vector is linearly independent, we need to check if there exist constants c1 such that:

c1 v1 = 0

where 0 is the zero vector in R4.

If c1 is nonzero, then we can divide both sides by c1 to get:

v1 = 0

But this is impossible since v1 is not the zero vector.

Therefore, the only solution is c1 = 0.

This shows that v1 is linearly independent.

Now, we need to check if the four vectors v1, v2, v3, and v4 span R4. To do this, we need to check if every vector in R4 can be written as a linear combination of v1, v2, v3, and v4.

One way to check this is to write the four vectors as the columns of a matrix A:

A = [0 1 1 1; 1 0 1 1; 0 0 0 0; 1 1 1 0]

Then we can use row reduction to check if the matrix A has a pivot in every row. If it does, then the columns of A are linearly independent and span R4.

Performing row reduction on A, we get:

R = [1 0 0 -1; 0 1 0 -1; 0 0 1 1; 0 0 0 0]

Since R has a pivot in every row, the columns of A are linearly independent and span R4.

Therefore, the four vectors v1, v2, v3, and v4 span R4.

Finally, we need to check if the four vectors v1, v2, v3, and v4 span C4. Since C4 is the space of complex vectors with four components, we can write the four vectors as:

v1 = (0, 1, 0, 1)

v2 = (i, 0, 0, 0)

v3 = (0, i, 0, 0)

v4 = (0, 0, i, 0)

We can use the same method as above to check if these vectors span C4.

Writing them as the columns of a matrix A and performing row reduction, we get:

R = [1 0 0 0; 0 1 0 0; 0 0 1 0; 0 0 0 1]

Since R has a pivot in every row, the columns of A are linearly independent and span C4.

Therefore, the four vectors v1, v2, v3, and v4 span C4.

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The given vector 0 1 0 1 has two non-zero entries. To check if this vector is linearly independent, we need to check if it can be expressed as a linear combination of the other vectors. However, since we are not given any other vectors, we cannot determine if the given vector is linearly independent or not.

As for whether the four vectors span R4, we need to check if any vector in R4 can be expressed as a linear combination of these four vectors. Again, since we are only given one vector, we cannot determine if they span R4.

Similarly, we cannot determine if the given vector or the four vectors span C4, as we do not have any information about other vectors. In conclusion, without additional information or vectors, we cannot determine if the given vector or the four vectors are linearly independent or span any vector space.
The given set of vectors consists of only one vector, (0, 1, 0, 1), which is a single non-zero vector.

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if tan(x) = −7 and x is in quadrant iv, find the exact values of the expressions without solving for x. (a) sin(2x) (b) cos(2x) (c) tan(2x)

Answers

(a) Sin2x = - 7/25

(b) Cos2x = - 24/25

(c) Tan2x = 7/24

(a) Sin2x = 2tanx / 1 + tan²x

where, tan x = -7

Sin2x = 2(-7) / 1 + (-7)²

Sin2x = -14/50

Sin2x = - 7/25

(b) Cos 2x = 1 - tan²x/1 + tan²x

Cos2x = 1- (-7)²/ 1 + (-7)²

Cos2x = 1 - 49 / 1 + 49

Cos2x = - 48/50

Cos2x = - 24/25

(c) Tan2x = 2tanx/1-tan²x

Tan2x = 2(-7)/1 - (-7)²

Tan2x = 14/48

Tan2x = 7/24

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When factoring a quadratic when a is 1, what saying helps you?

Answers

When a quadratic is written in standard form ax² + bx + c = 0, the coefficient of x² is a. When a = 1, it makes factoring the quadratic much easier. Factoring a quadratic expression requires breaking down the expression into two binomials that, when multiplied together, equal the original expression.

In this case, when a = 1, the binomial factors can be found using the "First Outside Inside Last" method. The "First Outside Inside Last" method involves the following steps:

First: Multiply the coefficient of the x² term by the constant term. Inside: Determine two factors of the product from step 1 that add up to the coefficient of the x term. Outside:

Determine two factors of the product from Step 1 that add up to the coefficient of the x term. Last: Determine two factors of the constant term that add up to the product from step 1.

The factors determined in steps 2 through 4 can then be used to write the expression in factored form as (x + m)(x + n), where m and n are the two factors determined in steps 2 through 4.

For example, to factor the quadratic x² + 5x + 6,

we first multiply 1 (the coefficient of x²) by 6 (the constant term),

which gives us 6. We then find two factors of 6 that add up to 5 (the coefficient of x), which are 2 and 3.

Finally, we find two factors of 6 that add up to 5, which are 2 and 3.

Therefore, we can write x² + 5x + 6 as (x + 2)(x + 3).

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Consider the operating system component the decides which free logical block to use when writing new data to the end of the file. This choice might depend on the nature of the storage system. Discuss and contrast the considerations for the case that a) the storage is a) a hard disk (HD) or b) a non-volatile memory (SSD) disk. (2+2 sentences) prove the identity. csc^2 x * (1 - cos^2 x) = 1 Which sentence from Richard Nixon's acceptance speech reflects an appeal to the "silent majority"?"America is in trouble today not because her people have failed but because her leaders have failed. And what America needs are leaders to match the greatness of her people. And this great group of Americans, the forgotten Americans, and others know that the great question Americans must answer by their votes in November is this: whether we shall continue for four more years the policies of the last five years.And this is their answer and this is my answer to that question. 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D. the slope of the production possibilities frontier, or 2 televisions. Why do we need database programming languages? Select all that apply.A. To retrieve particular data from a large database.B. To design a web application.C. To select data satisfying a particular condition. a spring stretches by 0.0194 m when a 3.56-kg object is suspended from its end. how much mass should be attached to this spring so that its frequency of vibration is f = 5.31 hz? you have a sample of sulfuric acid with an unknown concentration and you perform a titration with sodium hydroxide to determine the concentration. For each of the following requirements, create a new pivot table in a new worksheet. Name each new worksheet as "Req 1," "Req 2," etc. Format the dollar amounts in each pivot table or pivot chart using the accounting format with zero decimal places. Format non-currency numbers in each pivot table or pivot chart using the accounting format with zero decimal places.From 2013 2016, what was the total spending in each of the four calendar years? Is spending trending up, trending down, or remaining stable?In each of the years 2013 - 2016, how much was spent in each of the three categories of government (Education, General Government, and Public Works)? What does the pivot table show you?How much in expenditures did Somerville have in each "Item Class" in the General Government category for each of the years 2013 2016? What insights can you draw from the pivot table?Using the budget worksheet included in the Excel data file, prepare a budget variance report that compares actual spending by "Item Class" in 2016 for the General Government category. Use cell references for the actual spending totals. Use conditional formatting (use the "Shapes, 3 Signs" style) to denote the direction of the percentage variances. You will want to denote any variance that is more than +/10% with a red diamond, between +/3 9.99% with a yellow diamond, and less than +/3% with a green circle.Note: You can refer to cells in a pivot table from another worksheet, but you cannot copy the referenced cell so you have to point to each cell individually.Analyze the budget variance report you prepared in Step 4. What variances do you think should be investigated? Why? 2. what is the null hypothesis for an anova that uses cuckoo egg length as a response, and uses species as the groups? express in symbolic notation, and then interpret it in english. (0)Given that the p-value for a hypothesis test is 0.154 and the significance level (. is 0.05.The correct decision is toa. reject H0b. fail to reject H0c. reject H1d. fail to reject H1 BRAINLIEST AND 100 POINTS!!